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The article designed a water model in axially rotating cylinder and built up an experimental platform. The equipment was put into a refrigerator, and as time went by, the temperature of environment changed regularly and the same is the rotating water. Based on this, different temperatures in different positions and the change of temperature were measured. Besides, comparing with the general water, heat conduction equation was obtained, and the reason of such phenomenon was analyzed. Simulating based on practical condition, the results by theoretic analysis were good matched with experiment. At last, it gave some reference values both on theoretical and experimental aspect for industry application. [ABSTRACT FROM AUTHOR]

In recent years, the research on KMH (renminbi bank note, the paper currency used in China) serial number recognition has drawn more and more attentions. It has promising applications in financial crime reduction, financial market and social stabilization. The accuracy of RMB recognition relies heavily on the image preprocessing results. In this paper, we propose an entire preprocessing system, including the steps of RMB image sampling, skew correction, identification of RMB orientation, serial number region detection and binarization, and character extraction. Experimental results demonstrate that the proposed method achieves high precision and facilitates the subsequent character recognition task. [ABSTRACT FROM AUTHOR]

Aiming at the complexity of coal structure and reaction, based on the analysis of active group species, structure and its transformation characteristics in coal reaction, the paper comprehensively constructed the active structural unit in the process of coal spontaneous combustion for the first time. Using the frontier orbital theory and quantum chemical calculation to analysis the complete reaction path, activation energy and the heat release of electron transfer in reactions of the active site, the 13 elementary reaction were obtained. The order and relationship of the reactions in coal spontaneous combustion was also built. Based on the research results, the coal oxidation dynamics theory was presented in the paper, which is a chemical chain cycle caused by oxygen with low activation energy, and converts the coal native structure to carbon free radicals releasing the gaseous products. The reaction mechanism of heat and products was illustrated in the oxidation dynamics theory of coal spontaneous combustion. The theory was successfully applicated in categorizing the spontaneous combustion tendency of coal and developing highly-effective chemical inhibition technology to prevent coal spontaneous combustion. [ABSTRACT FROM AUTHOR]

For the purpose of achieving more accurate and reliable gas emission dynamic prediction through effective analysis of gas measuring data in mines, this paper put forward a method that use ant colony clustering to optimize El-man neural network. Ant colony clustering algorithm was merged with Elman neural network to optimize weight and threshold. The model of gas emission quantity prediction was established by ACC-ENN algorithm, with the historical data of mine actual monitoring to experiment and analysis. The results show that the Elman neural network model optimized by ant colony clustering than other prediction model has better generalization ability and higher precision of prediction, to realize the dynamic forecast of gas emission effectively. [ABSTRACT FROM AUTHOR]

The rank of channel matrix would be deficient as a result of antenna correlation or special scattering structure in wireless MIMO channels, in which the traditional QRD-M detection can not be applied directly. Aiming at this problem, this paper used channel regulation algorithm to expand the matrix, but this preprocessing would also bring new detection interference. It proposed the improved QRD-M keeping algorithm to alleviate the influence of this interference. Be different with the traditional QRD-M only M nodes, the proposed algorithm would keep all nodes whose weigh was larger than Mth node and the differential was in range of some threshold value. It gave the theoretical analysis to select the threshold value. The simulation results show that the proposed algorithm can still achieve better solution by selecting lower M. [ABSTRACT FROM AUTHOR]